v2.14.0

RxInfer v2.14.0

Diff since v2.13.2

Merged pull requests:

• Fixes warnings for unused datavars and addons (#124) (@bartvanerp)
• Add comparison to other packages (#162) (@albertpod)
• Fix weird font in the examples section (#170) (@bvdmitri)
• Introduce Bethe Free Energy (#173) (@ThijsvdLaar)
• Update CI.yml (#174) (@bvdmitri)
• Integration ExponentialFamily.jl (#176) (@bvdmitri)

Closed issues:

• Add a section in the documentation that compares RxInfer to other well-known Bayesian inference packages (#71)
• initmarginals broadcasting not working for PointMass (#101)
• warn argument in inference function not affecting logs for unused vars (#104)
• @Constraints simply ignore incomplete factorization constraints without any warning (#118)
• Section links in some examples are broken (#144)
• Introduce Bethe Free Energy and variational inference concept in the documentation (#152)
• Integration of ExponentialFamily.jl (#153)
• Kalman filtering example with system inputs (#166)

v2.13.2

RxInfer v2.13.2

Diff since v2.13.1

v2.13.1

RxInfer v2.13.1

Diff since v2.13.0

Merged pull requests:

• Add manual for delta node (#157) (@albertpod)
• Fix rendering of subheaders in docs (#160) (@bartvanerp)
• Update README.md with href to MIT license (#161) (@bartvanerp)

Closed issues:

• Broken / empty output cells in example notebooks (#10)
• Nonlinear/delta node usage tutorial (#46)
• Add table with available rules (#74)
• Improve documentation involving distributions (#115)
• how use vision in perception? (#154)
• good cognition objective paper (#155)
• Section header not rendering properly for Kalman filtering and smoothing example (#158)
• Matrix{RandomVariable} * RandomVariable errors (#163)

v2.13.0

RxInfer v2.13.0

Diff since v2.12.0

Merged pull requests:

• Update for the new version of ReactiveMP (#149) (@bvdmitri)

v2.12.0

RxInfer v2.12.0

Diff since v2.11.3

Merged pull requests:

• Modify inference for predictions functionality (#51) (@albertpod)
• Move pkgeval badge to the developers documentation (#146) (@bvdmitri)
• Update README.md (#148) (@bvdmitri)

Closed issues:

• Predictive posterior distributions (#58)

v2.11.3

RxInfer v2.11.3

Diff since v2.11.2

Merged pull requests:

• fast path for dists in the PointMass constraint (#145) (@bvdmitri)

v2.11.2

RxInfer v2.11.2

Diff since v2.11.1

Closed issues:

• https//rxinfer.ml Certificate (#12)
• Restructure examples in documentation (#97)
• Update example notebooks (#98)
• RxInfer causing a segfault/sigterm when called from Evolutionary? (#125)
• Amortized Bayesian parameter estimation example for the leaky competing accumulator (#128)
• How to run rxinfer on infinite stream iteratively? (#129)
• Example request: How to use DifferentialEquations.jl as part of the model, especially SDEs? (#130)
• Some equations in the Assesing Peoples Skills demo are broken (#136)

Merged pull requests:

• Patch the Invertible Neural Networks example (#127) (@bvdmitri)
• Hidden markov model documentation (#131) (@MagnusKoudahl)
• Reorganisation of examples (#138) (@albertpod)
• Fix a few typos (#142) (@pitmonticone)

v2.11.1

RxInfer v2.11.1

Diff since v2.11.0

Closed issues:

• Docs need some proof reading (#11)
• Debugging: detecting NaN's (#116)
• AutoProposal in the SampleListFormConstraints works only for univariate distributions and logpdfs (#117)

Merged pull requests:

• Update mountain car example (#114) (@HoangMHNguyen)
• make the sample list form constraint more generic (#121) (@bvdmitri)
• Dev documentation addons (#123) (@wmkouw)

v2.11.0

RxInfer v2.11.0

Diff since v2.10.4

Merged pull requests:

• Migrate to ReactiveMP 3.9.0 (#119) (@bvdmitri)

v2.10.4

RxInfer v2.10.4

Diff since v2.10.3

Closed issues:

• Revise node-creation section in docs (#99)

Merged pull requests:

• Initial implementation of custom node tutorial (#105) (@wouterwln)
• feat: add diagnostic check after inf entropies subtraction (#110) (@bvdmitri)
• Update document for Linear Regression.ipynb (#113) (@Chengfeng-Jia)